Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 297 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 65.1 KiB |
| Average record size in memory | 224.4 B |
Variable types
| Numeric | 27 |
|---|---|
| Categorical | 1 |
covid_status has constant value "0.0" | Constant |
rmse is highly correlated with spectral_bandwidth and 3 other fields | High correlation |
spectral_centroid is highly correlated with spectral_bandwidth and 2 other fields | High correlation |
spectral_bandwidth is highly correlated with rmse and 3 other fields | High correlation |
rolloff is highly correlated with spectral_centroid and 2 other fields | High correlation |
zero_crossing_rate is highly correlated with mfcc3 and 2 other fields | High correlation |
mfcc1 is highly correlated with rmse and 1 other fields | High correlation |
mfcc2 is highly correlated with rmse and 5 other fields | High correlation |
mfcc3 is highly correlated with zero_crossing_rate and 1 other fields | High correlation |
mfcc4 is highly correlated with zero_crossing_rate | High correlation |
mfcc6 is highly correlated with zero_crossing_rate and 1 other fields | High correlation |
mfcc8 is highly correlated with mfcc9 | High correlation |
mfcc9 is highly correlated with rmse and 2 other fields | High correlation |
mfcc15 is highly correlated with mfcc16 | High correlation |
mfcc16 is highly correlated with mfcc15 | High correlation |
chroma_stft is highly correlated with zero_crossing_rate and 1 other fields | High correlation |
rmse is highly correlated with spectral_bandwidth and 3 other fields | High correlation |
spectral_centroid is highly correlated with spectral_bandwidth and 2 other fields | High correlation |
spectral_bandwidth is highly correlated with rmse and 4 other fields | High correlation |
rolloff is highly correlated with spectral_centroid and 2 other fields | High correlation |
zero_crossing_rate is highly correlated with chroma_stft and 2 other fields | High correlation |
mfcc1 is highly correlated with rmse and 3 other fields | High correlation |
mfcc2 is highly correlated with rmse and 4 other fields | High correlation |
mfcc3 is highly correlated with zero_crossing_rate | High correlation |
mfcc4 is highly correlated with chroma_stft and 1 other fields | High correlation |
mfcc9 is highly correlated with rmse and 1 other fields | High correlation |
rmse is highly correlated with mfcc1 | High correlation |
spectral_centroid is highly correlated with spectral_bandwidth and 1 other fields | High correlation |
spectral_bandwidth is highly correlated with spectral_centroid and 2 other fields | High correlation |
rolloff is highly correlated with spectral_centroid and 1 other fields | High correlation |
mfcc1 is highly correlated with rmse | High correlation |
mfcc2 is highly correlated with spectral_bandwidth | High correlation |
mfcc1 is highly correlated with mfcc15 and 11 other fields | High correlation |
mfcc10 is highly correlated with mfcc14 and 9 other fields | High correlation |
mfcc14 is highly correlated with mfcc10 and 13 other fields | High correlation |
mfcc15 is highly correlated with mfcc1 and 14 other fields | High correlation |
mfcc5 is highly correlated with mfcc14 and 11 other fields | High correlation |
mfcc11 is highly correlated with mfcc1 and 8 other fields | High correlation |
mfcc17 is highly correlated with mfcc10 and 16 other fields | High correlation |
chroma_stft is highly correlated with mfcc1 and 15 other fields | High correlation |
mfcc4 is highly correlated with mfcc14 and 11 other fields | High correlation |
spectral_bandwidth is highly correlated with mfcc1 and 12 other fields | High correlation |
mfcc16 is highly correlated with mfcc14 and 11 other fields | High correlation |
mfcc18 is highly correlated with mfcc10 and 10 other fields | High correlation |
mfcc2 is highly correlated with mfcc1 and 10 other fields | High correlation |
mfcc19 is highly correlated with mfcc5 and 7 other fields | High correlation |
mfcc6 is highly correlated with mfcc10 and 14 other fields | High correlation |
df_index is highly correlated with mfcc17 and 2 other fields | High correlation |
rolloff is highly correlated with mfcc1 and 7 other fields | High correlation |
zero_crossing_rate is highly correlated with mfcc10 and 20 other fields | High correlation |
spectral_centroid is highly correlated with mfcc1 and 10 other fields | High correlation |
mfcc7 is highly correlated with mfcc1 and 11 other fields | High correlation |
mfcc8 is highly correlated with mfcc1 and 16 other fields | High correlation |
mfcc3 is highly correlated with mfcc1 and 17 other fields | High correlation |
mfcc20 is highly correlated with mfcc15 and 15 other fields | High correlation |
mfcc12 is highly correlated with mfcc10 and 16 other fields | High correlation |
mfcc13 is highly correlated with mfcc15 and 12 other fields | High correlation |
rmse is highly correlated with mfcc1 and 4 other fields | High correlation |
mfcc9 is highly correlated with mfcc1 and 17 other fields | High correlation |
df_index has unique values | Unique |
Reproduction
| Analysis started | 2021-08-30 11:26:56.691850 |
|---|---|
| Analysis finished | 2021-08-30 11:29:58.163356 |
| Duration | 3 minutes and 1.47 second |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 297 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 298.2592593 |
| Minimum | 5 |
|---|---|
| Maximum | 555 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 65.8 |
| Q1 | 193 |
| median | 292 |
| Q3 | 388 |
| 95-th percentile | 533.2 |
| Maximum | 555 |
| Range | 550 |
| Interquartile range (IQR) | 195 |
Descriptive statistics
| Standard deviation | 138.8730832 |
|---|---|
| Coefficient of variation (CV) | 0.4656119764 |
| Kurtosis | -0.7801056504 |
| Mean | 298.2592593 |
| Median Absolute Deviation (MAD) | 99 |
| Skewness | 0.06594604578 |
| Sum | 88583 |
| Variance | 19285.73323 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 511 | 1 | 0.3% |
| 187 | 1 | 0.3% |
| 189 | 1 | 0.3% |
| 190 | 1 | 0.3% |
| 191 | 1 | 0.3% |
| 192 | 1 | 0.3% |
| 193 | 1 | 0.3% |
| 194 | 1 | 0.3% |
| 195 | 1 | 0.3% |
| 196 | 1 | 0.3% |
| Other values (287) | 287 |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 11 | 1 | |
| 13 | 1 | |
| 15 | 1 | |
| 17 | 1 | |
| 36 | 1 | |
| 39 | 1 | |
| 40 | 1 | |
| 47 | 1 | |
| 52 | 1 |
| Value | Count | Frequency (%) |
| 555 | 1 | |
| 553 | 1 | |
| 551 | 1 | |
| 550 | 1 | |
| 548 | 1 | |
| 547 | 1 | |
| 545 | 1 | |
| 544 | 1 | |
| 543 | 1 | |
| 542 | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 891 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 297 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 297 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 594 | |
| . | 297 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 594 | |
| Other Punctuation | 297 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 594 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 297 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 891 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 594 | |
| . | 297 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 891 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 594 | |
| . | 297 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.486666412 |
| Minimum | 0 |
|---|---|
| Maximum | 0.664212763 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.330559701 |
| Q1 | 0.403320044 |
| median | 0.50330776 |
| Q3 | 0.556883037 |
| 95-th percentile | 0.6114774468 |
| Maximum | 0.664212763 |
| Range | 0.664212763 |
| Interquartile range (IQR) | 0.153562993 |
Descriptive statistics
| Standard deviation | 0.09776472113 |
|---|---|
| Coefficient of variation (CV) | 0.2008865184 |
| Kurtosis | 1.430135627 |
| Mean | 0.486666412 |
| Median Absolute Deviation (MAD) | 0.070194394 |
| Skewness | -0.8231174358 |
| Sum | 144.5399244 |
| Variance | 0.009557940697 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.545653582 | 3 | 1.0% |
| 0.493451267 | 3 | 1.0% |
| 0.53687793 | 3 | 1.0% |
| 0.531683862 | 3 | 1.0% |
| 0.50330776 | 3 | 1.0% |
| 0.552312791 | 3 | 1.0% |
| 0.547464073 | 3 | 1.0% |
| 0.55065763 | 3 | 1.0% |
| 0.576377213 | 3 | 1.0% |
| 0.536790133 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.134521738 | 1 | |
| 0.209774435 | 1 | |
| 0.262450129 | 1 | |
| 0.278490812 | 1 | |
| 0.294782341 | 2 | |
| 0.303549975 | 2 | |
| 0.310388088 | 1 | |
| 0.318071306 | 1 | |
| 0.322016835 | 1 |
| Value | Count | Frequency (%) |
| 0.664212763 | 3 | |
| 0.642857909 | 3 | |
| 0.64107734 | 3 | |
| 0.630260825 | 3 | |
| 0.619847178 | 3 | |
| 0.609385014 | 3 | |
| 0.60774684 | 3 | |
| 0.607126653 | 3 | |
| 0.606245756 | 3 | |
| 0.600405633 | 3 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03141385328 |
| Minimum | 0 |
|---|---|
| Maximum | 0.145724475 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0073844736 |
| Q1 | 0.018255606 |
| median | 0.027045876 |
| Q3 | 0.0386208 |
| 95-th percentile | 0.0729495688 |
| Maximum | 0.145724475 |
| Range | 0.145724475 |
| Interquartile range (IQR) | 0.020365194 |
Descriptive statistics
| Standard deviation | 0.0201289837 |
|---|---|
| Coefficient of variation (CV) | 0.6407677379 |
| Kurtosis | 3.962933504 |
| Mean | 0.03141385328 |
| Median Absolute Deviation (MAD) | 0.010620576 |
| Skewness | 1.558053388 |
| Sum | 9.329914424 |
| Variance | 0.000405175985 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.022994636 | 3 | 1.0% |
| 0.047293346 | 3 | 1.0% |
| 0.036364883 | 3 | 1.0% |
| 0.024994977 | 3 | 1.0% |
| 0.021237079 | 3 | 1.0% |
| 0.021244802 | 3 | 1.0% |
| 0.025372565 | 3 | 1.0% |
| 0.02299173 | 3 | 1.0% |
| 0.086230904 | 3 | 1.0% |
| 0.031021873 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.000979583 | 1 | |
| 0.00278398 | 1 | |
| 0.003054997 | 1 | |
| 0.003386951 | 1 | |
| 0.003538722 | 1 | |
| 0.003911327 | 2 | |
| 0.004111945 | 1 | |
| 0.005985548 | 1 | |
| 0.006444346 | 2 |
| Value | Count | Frequency (%) |
| 0.145724475 | 1 | 0.3% |
| 0.097906828 | 1 | 0.3% |
| 0.095615469 | 1 | 0.3% |
| 0.093215905 | 1 | 0.3% |
| 0.086230904 | 3 | |
| 0.083627097 | 3 | |
| 0.081430689 | 1 | 0.3% |
| 0.076908998 | 1 | 0.3% |
| 0.074243829 | 2 | |
| 0.072972588 | 1 | 0.3% |
spectral_centroid
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3007.089145 |
| Minimum | 0 |
|---|---|
| Maximum | 5403.689377 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1898.281317 |
| Q1 | 2438.854346 |
| median | 2981.964291 |
| Q3 | 3499.988157 |
| 95-th percentile | 4331.299486 |
| Maximum | 5403.689377 |
| Range | 5403.689377 |
| Interquartile range (IQR) | 1061.133811 |
Descriptive statistics
| Standard deviation | 772.939876 |
|---|---|
| Coefficient of variation (CV) | 0.2570392292 |
| Kurtosis | 0.7811100732 |
| Mean | 3007.089145 |
| Median Absolute Deviation (MAD) | 533.984246 |
| Skewness | 0.2334499615 |
| Sum | 893105.4762 |
| Variance | 597436.0519 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2715.862611 | 3 | 1.0% |
| 3499.988157 | 3 | 1.0% |
| 3094.236323 | 3 | 1.0% |
| 3057.348704 | 3 | 1.0% |
| 2811.86592 | 3 | 1.0% |
| 2690.717213 | 3 | 1.0% |
| 3672.306235 | 3 | 1.0% |
| 3367.813614 | 3 | 1.0% |
| 2319.321534 | 3 | 1.0% |
| 3921.590128 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.3% |
| 1068.906697 | 1 | 0.3% |
| 1301.660463 | 1 | 0.3% |
| 1340.494895 | 1 | 0.3% |
| 1543.847198 | 1 | 0.3% |
| 1595.249355 | 3 | |
| 1604.951115 | 2 | |
| 1667.137054 | 1 | 0.3% |
| 1675.662795 | 1 | 0.3% |
| 1707.037148 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 5403.689377 | 1 | |
| 5184.571855 | 1 | |
| 5178.37102 | 1 | |
| 5055.255722 | 1 | |
| 5002.635464 | 1 | |
| 4997.26609 | 1 | |
| 4994.121572 | 1 | |
| 4707.184598 | 1 | |
| 4696.377284 | 1 | |
| 4443.857572 | 1 |
spectral_bandwidth
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3280.16627 |
| Minimum | 0 |
|---|---|
| Maximum | 5367.069262 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2127.653796 |
| Q1 | 2737.735147 |
| median | 3310.077234 |
| Q3 | 3829.229438 |
| 95-th percentile | 4379.892629 |
| Maximum | 5367.069262 |
| Range | 5367.069262 |
| Interquartile range (IQR) | 1091.494291 |
Descriptive statistics
| Standard deviation | 764.2753157 |
|---|---|
| Coefficient of variation (CV) | 0.2329989558 |
| Kurtosis | 0.7679761779 |
| Mean | 3280.16627 |
| Median Absolute Deviation (MAD) | 530.806772 |
| Skewness | -0.3350913978 |
| Sum | 974209.3821 |
| Variance | 584116.7582 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3704.603144 | 3 | 1.0% |
| 3384.528042 | 3 | 1.0% |
| 4137.132438 | 3 | 1.0% |
| 3490.510292 | 3 | 1.0% |
| 2920.203957 | 3 | 1.0% |
| 2635.006687 | 3 | 1.0% |
| 3092.560223 | 3 | 1.0% |
| 4379.892629 | 3 | 1.0% |
| 3749.384249 | 3 | 1.0% |
| 3699.614804 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 956.9353671 | 1 | |
| 1159.018363 | 1 | |
| 1259.748875 | 1 | |
| 1679.854507 | 1 | |
| 1690.673881 | 2 | |
| 1776.473752 | 1 | |
| 1935.86214 | 1 | |
| 1952.014386 | 1 | |
| 2016.286526 | 1 |
| Value | Count | Frequency (%) |
| 5367.069262 | 1 | |
| 5357.955811 | 1 | |
| 5110.1063 | 1 | |
| 4867.435628 | 1 | |
| 4794.700995 | 1 | |
| 4761.676959 | 1 | |
| 4646.101995 | 1 | |
| 4605.093122 | 1 | |
| 4583.450243 | 1 | |
| 4502.101554 | 1 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5827.045334 |
| Minimum | 0 |
|---|---|
| Maximum | 11736.23352 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3293.218347 |
| Q1 | 4555.097336 |
| median | 5626.946885 |
| Q3 | 6904.997615 |
| 95-th percentile | 8718.913111 |
| Maximum | 11736.23352 |
| Range | 11736.23352 |
| Interquartile range (IQR) | 2349.900279 |
Descriptive statistics
| Standard deviation | 1747.172967 |
|---|---|
| Coefficient of variation (CV) | 0.2998385746 |
| Kurtosis | 0.3955490397 |
| Mean | 5827.045334 |
| Median Absolute Deviation (MAD) | 1195.329185 |
| Skewness | 0.3651298841 |
| Sum | 1730632.464 |
| Variance | 3052613.377 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5315.816097 | 3 | 1.0% |
| 3809.549356 | 3 | 1.0% |
| 7924.942922 | 3 | 1.0% |
| 5327.118482 | 3 | 1.0% |
| 3686.383929 | 3 | 1.0% |
| 2716.524481 | 3 | 1.0% |
| 7526.11324 | 3 | 1.0% |
| 6857.925 | 3 | 1.0% |
| 4672.346024 | 3 | 1.0% |
| 5615.750185 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.3% |
| 2039.192348 | 1 | 0.3% |
| 2107.25429 | 1 | 0.3% |
| 2317.393868 | 1 | 0.3% |
| 2614.991103 | 1 | 0.3% |
| 2686.548913 | 1 | 0.3% |
| 2716.524481 | 3 | |
| 2733.785377 | 1 | 0.3% |
| 2773.913043 | 1 | 0.3% |
| 3006.621034 | 2 |
| Value | Count | Frequency (%) |
| 11736.23352 | 1 | 0.3% |
| 11246.19485 | 1 | 0.3% |
| 10780.76285 | 1 | 0.3% |
| 10194.16921 | 1 | 0.3% |
| 9957.161854 | 1 | 0.3% |
| 9879.971591 | 1 | 0.3% |
| 9877.695541 | 1 | 0.3% |
| 9829.221491 | 1 | 0.3% |
| 9025.573291 | 1 | 0.3% |
| 9023.4375 | 3 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04951513858 |
| Minimum | 0 |
|---|---|
| Maximum | 0.150139116 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.025759576 |
| Q1 | 0.032255616 |
| median | 0.041695454 |
| Q3 | 0.059434203 |
| 95-th percentile | 0.1028575386 |
| Maximum | 0.150139116 |
| Range | 0.150139116 |
| Interquartile range (IQR) | 0.027178587 |
Descriptive statistics
| Standard deviation | 0.02474235786 |
|---|---|
| Coefficient of variation (CV) | 0.4996927923 |
| Kurtosis | 1.789697188 |
| Mean | 0.04951513858 |
| Median Absolute Deviation (MAD) | 0.01008763 |
| Skewness | 1.438745963 |
| Sum | 14.70599616 |
| Variance | 0.0006121842726 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.035861771 | 3 | 1.0% |
| 0.030314377 | 3 | 1.0% |
| 0.02515331 | 3 | 1.0% |
| 0.028954933 | 3 | 1.0% |
| 0.050307458 | 3 | 1.0% |
| 0.041962786 | 3 | 1.0% |
| 0.027459805 | 3 | 1.0% |
| 0.0412417 | 3 | 1.0% |
| 0.030298359 | 3 | 1.0% |
| 0.043354572 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.3% |
| 0.018258287 | 1 | 0.3% |
| 0.021127115 | 1 | 0.3% |
| 0.022324493 | 3 | |
| 0.023197458 | 3 | |
| 0.024190422 | 1 | 0.3% |
| 0.024437198 | 1 | 0.3% |
| 0.02515331 | 3 | |
| 0.025759576 | 3 | |
| 0.026155315 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 0.150139116 | 1 | |
| 0.144451204 | 1 | |
| 0.129077656 | 1 | |
| 0.125078453 | 1 | |
| 0.118449391 | 1 | |
| 0.116857752 | 1 | |
| 0.113539915 | 1 | |
| 0.111186935 | 1 | |
| 0.107758621 | 2 | |
| 0.107032224 | 1 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -471.3141808 |
| Minimum | -1131.371094 |
|---|---|
| Maximum | -248.4534454 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 297 |
| Negative (%) | 100.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -1131.371094 |
|---|---|
| 5-th percentile | -579.4991455 |
| Q1 | -503.4855347 |
| median | -464.8908997 |
| Q3 | -436.3067932 |
| 95-th percentile | -372.6085755 |
| Maximum | -248.4534454 |
| Range | 882.9176486 |
| Interquartile range (IQR) | 67.1787415 |
Descriptive statistics
| Standard deviation | 76.06949798 |
|---|---|
| Coefficient of variation (CV) | -0.161398704 |
| Kurtosis | 21.04144065 |
| Mean | -471.3141808 |
| Median Absolute Deviation (MAD) | 35.0700684 |
| Skewness | -2.805855677 |
| Sum | -139980.3117 |
| Variance | 5786.568522 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -550.1653442 | 3 | 1.0% |
| -461.714386 | 3 | 1.0% |
| -511.4710693 | 3 | 1.0% |
| -474.6352539 | 3 | 1.0% |
| -480.7426453 | 3 | 1.0% |
| -444.0309753 | 3 | 1.0% |
| -509.3415527 | 3 | 1.0% |
| -434.5440979 | 3 | 1.0% |
| -533.2703247 | 3 | 1.0% |
| -508.1361694 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -1131.371094 | 1 | |
| -858.8468018 | 1 | |
| -686.1120605 | 2 | |
| -680.4577026 | 1 | |
| -679.0106201 | 1 | |
| -666.8988037 | 1 | |
| -655.1824951 | 1 | |
| -632.0287476 | 1 | |
| -592.7639771 | 1 | |
| -590.9645386 | 1 |
| Value | Count | Frequency (%) |
| -248.4534454 | 1 | |
| -273.2672119 | 1 | |
| -325.4880981 | 1 | |
| -335.0377808 | 1 | |
| -347.2966309 | 2 | |
| -353.1460876 | 1 | |
| -354.4116821 | 1 | |
| -354.4291992 | 1 | |
| -360.2666321 | 2 | |
| -364.0188293 | 1 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.31465268 |
| Minimum | 0 |
|---|---|
| Maximum | 185.5809021 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 36.79484482 |
| Q1 | 55.63216019 |
| median | 67.48229218 |
| Q3 | 85.64866638 |
| 95-th percentile | 120.1741471 |
| Maximum | 185.5809021 |
| Range | 185.5809021 |
| Interquartile range (IQR) | 30.01650619 |
Descriptive statistics
| Standard deviation | 24.58881219 |
|---|---|
| Coefficient of variation (CV) | 0.3447932685 |
| Kurtosis | 1.372654886 |
| Mean | 71.31465268 |
| Median Absolute Deviation (MAD) | 14.68361663 |
| Skewness | 0.7801202707 |
| Sum | 21180.45185 |
| Variance | 604.609685 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56.80902481 | 3 | 1.0% |
| 64.62186432 | 3 | 1.0% |
| 61.65471649 | 3 | 1.0% |
| 66.31858826 | 3 | 1.0% |
| 55.63216019 | 3 | 1.0% |
| 138.3561249 | 3 | 1.0% |
| 93.08772278 | 3 | 1.0% |
| 44.4299202 | 3 | 1.0% |
| 50.88831711 | 3 | 1.0% |
| 108.8862686 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 21.31974602 | 1 | |
| 26.04946518 | 1 | |
| 28.76409721 | 1 | |
| 29.30614281 | 1 | |
| 29.83322906 | 1 | |
| 31.26542282 | 1 | |
| 31.51093674 | 1 | |
| 31.54052353 | 1 | |
| 33.30187225 | 2 |
| Value | Count | Frequency (%) |
| 185.5809021 | 1 | 0.3% |
| 138.3561249 | 3 | |
| 136.6091766 | 1 | 0.3% |
| 125.2566681 | 2 | |
| 124.4838028 | 2 | |
| 123.6209412 | 1 | 0.3% |
| 122.6027756 | 1 | 0.3% |
| 122.3524857 | 3 | |
| 121.3643265 | 1 | 0.3% |
| 119.8766022 | 2 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -10.28863219 |
| Minimum | -75.08678436 |
|---|---|
| Maximum | 23.42499733 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 234 |
| Negative (%) | 78.8% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -75.08678436 |
|---|---|
| 5-th percentile | -42.18983612 |
| Q1 | -15.27240849 |
| median | -8.671881676 |
| Q3 | -2.523839235 |
| 95-th percentile | 9.548022461 |
| Maximum | 23.42499733 |
| Range | 98.51178169 |
| Interquartile range (IQR) | 12.74856925 |
Descriptive statistics
| Standard deviation | 14.64622469 |
|---|---|
| Coefficient of variation (CV) | -1.423534676 |
| Kurtosis | 3.074473577 |
| Mean | -10.28863219 |
| Median Absolute Deviation (MAD) | 6.600526814 |
| Skewness | -1.238025249 |
| Sum | -3055.723761 |
| Variance | 214.5118976 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -9.821468353 | 3 | 1.0% |
| -1.889569402 | 3 | 1.0% |
| -10.11229134 | 3 | 1.0% |
| -12.17152691 | 3 | 1.0% |
| -9.872562408 | 3 | 1.0% |
| -18.76833725 | 3 | 1.0% |
| -3.539312363 | 3 | 1.0% |
| -4.70266819 | 3 | 1.0% |
| 7.124764442 | 3 | 1.0% |
| 1.280719876 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -75.08678436 | 1 | 0.3% |
| -72.63667297 | 1 | 0.3% |
| -66.5630722 | 1 | 0.3% |
| -55.4117012 | 1 | 0.3% |
| -52.70550156 | 1 | 0.3% |
| -49.61358643 | 2 | |
| -49.51432037 | 1 | 0.3% |
| -45.56526566 | 2 | |
| -43.73166656 | 3 | |
| -43.33264923 | 2 |
| Value | Count | Frequency (%) |
| 23.42499733 | 1 | 0.3% |
| 18.39223099 | 1 | 0.3% |
| 17.95871162 | 3 | |
| 17.48856163 | 1 | 0.3% |
| 16.16617775 | 1 | 0.3% |
| 15.58376122 | 1 | 0.3% |
| 12.8605566 | 2 | |
| 11.30510235 | 1 | 0.3% |
| 11.30181885 | 1 | 0.3% |
| 11.15101051 | 1 | 0.3% |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5904054006 |
| Minimum | -27.93893433 |
|---|---|
| Maximum | 46.97177887 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 166 |
| Negative (%) | 55.9% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -27.93893433 |
|---|---|
| 5-th percentile | -13.76684189 |
| Q1 | -6.306241512 |
| median | -1.058264256 |
| Q3 | 6.521407127 |
| 95-th percentile | 20.65681686 |
| Maximum | 46.97177887 |
| Range | 74.9107132 |
| Interquartile range (IQR) | 12.82764864 |
Descriptive statistics
| Standard deviation | 10.41370414 |
|---|---|
| Coefficient of variation (CV) | 17.63822643 |
| Kurtosis | 1.188567401 |
| Mean | 0.5904054006 |
| Median Absolute Deviation (MAD) | 5.945397377 |
| Skewness | 0.6027739975 |
| Sum | 175.350404 |
| Variance | 108.445234 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4.351586342 | 3 | 1.0% |
| -1.936391711 | 3 | 1.0% |
| -7.69293499 | 3 | 1.0% |
| -16.11458397 | 3 | 1.0% |
| -13.70609951 | 3 | 1.0% |
| -12.46308327 | 3 | 1.0% |
| -0.205176279 | 3 | 1.0% |
| -0.570940197 | 3 | 1.0% |
| -1.998257041 | 3 | 1.0% |
| -0.788529098 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -27.93893433 | 3 | |
| -19.08267975 | 1 | 0.3% |
| -16.74209785 | 3 | |
| -16.11458397 | 3 | |
| -14.43993759 | 1 | 0.3% |
| -14.41448021 | 1 | 0.3% |
| -13.92472458 | 3 | |
| -13.72737122 | 3 | |
| -13.70768642 | 1 | 0.3% |
| -13.70609951 | 3 |
| Value | Count | Frequency (%) |
| 46.97177887 | 1 | |
| 28.7766552 | 1 | |
| 27.96888351 | 1 | |
| 26.5310154 | 1 | |
| 23.68675041 | 2 | |
| 23.46947098 | 2 | |
| 22.00870514 | 1 | |
| 21.43560791 | 1 | |
| 21.28381348 | 1 | |
| 21.2536869 | 2 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.089455828 |
| Minimum | -24.48757553 |
|---|---|
| Maximum | 27.66966057 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 64 |
| Negative (%) | 21.5% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -24.48757553 |
|---|---|
| 5-th percentile | -8.184982681 |
| Q1 | 0.88468492 |
| median | 4.778059483 |
| Q3 | 8.016834259 |
| 95-th percentile | 13.1664381 |
| Maximum | 27.66966057 |
| Range | 52.1572361 |
| Interquartile range (IQR) | 7.132149339 |
Descriptive statistics
| Standard deviation | 6.930313675 |
|---|---|
| Coefficient of variation (CV) | 1.694678697 |
| Kurtosis | 2.427041495 |
| Mean | 4.089455828 |
| Median Absolute Deviation (MAD) | 3.535385608 |
| Skewness | -0.6619605208 |
| Sum | 1214.568381 |
| Variance | 48.02924763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.578904629 | 3 | 1.0% |
| 2.181941271 | 3 | 1.0% |
| 5.164977074 | 3 | 1.0% |
| 12.48217678 | 3 | 1.0% |
| 2.571263313 | 3 | 1.0% |
| 8.313445091 | 3 | 1.0% |
| 3.178532362 | 3 | 1.0% |
| 9.71442318 | 3 | 1.0% |
| -6.772444725 | 3 | 1.0% |
| 0.8962605 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -24.48757553 | 2 | |
| -22.09689522 | 1 | |
| -13.58581543 | 1 | |
| -13.49978924 | 1 | |
| -12.35396957 | 2 | |
| -10.69559669 | 2 | |
| -10.67440796 | 1 | |
| -9.304679871 | 2 | |
| -8.638878822 | 1 | |
| -8.495534897 | 2 |
| Value | Count | Frequency (%) |
| 27.66966057 | 1 | |
| 22.53304863 | 1 | |
| 21.19446754 | 1 | |
| 20.96803665 | 1 | |
| 20.39981651 | 1 | |
| 19.61833382 | 1 | |
| 17.87787437 | 1 | |
| 16.12896347 | 1 | |
| 15.40440273 | 1 | |
| 13.54554367 | 1 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8.512595162 |
| Minimum | -44.86371613 |
|---|---|
| Maximum | 14.36135006 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 279 |
| Negative (%) | 93.9% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -44.86371613 |
|---|---|
| 5-th percentile | -24.52265663 |
| Q1 | -10.57445049 |
| median | -7.008098602 |
| Q3 | -4.166885853 |
| 95-th percentile | 0.770539999 |
| Maximum | 14.36135006 |
| Range | 59.22506619 |
| Interquartile range (IQR) | 6.407564637 |
Descriptive statistics
| Standard deviation | 7.801496014 |
|---|---|
| Coefficient of variation (CV) | -0.9164650575 |
| Kurtosis | 3.144393085 |
| Mean | -8.512595162 |
| Median Absolute Deviation (MAD) | 3.10522604 |
| Skewness | -1.347691045 |
| Sum | -2528.240763 |
| Variance | 60.86334006 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -6.423971653 | 3 | 1.0% |
| -7.266981602 | 3 | 1.0% |
| -8.157732964 | 3 | 1.0% |
| -5.942948341 | 3 | 1.0% |
| -2.472821474 | 3 | 1.0% |
| -5.776879311 | 3 | 1.0% |
| -12.24672222 | 3 | 1.0% |
| -2.891489983 | 3 | 1.0% |
| -7.328148842 | 3 | 1.0% |
| -1.499968529 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -44.86371613 | 1 | |
| -36.18283844 | 2 | |
| -33.26948929 | 2 | |
| -32.51799393 | 1 | |
| -30.97792244 | 1 | |
| -29.39190674 | 1 | |
| -28.98750305 | 1 | |
| -26.52962875 | 1 | |
| -26.51344299 | 1 | |
| -25.80691338 | 2 |
| Value | Count | Frequency (%) |
| 14.36135006 | 1 | 0.3% |
| 12.4403944 | 1 | 0.3% |
| 6.934716702 | 1 | 0.3% |
| 4.636057854 | 2 | |
| 2.508947611 | 1 | 0.3% |
| 2.349787951 | 1 | 0.3% |
| 1.942567945 | 3 | |
| 1.887797832 | 1 | 0.3% |
| 1.804730773 | 1 | 0.3% |
| 1.699035645 | 1 | 0.3% |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.302359191 |
| Minimum | -18.42068672 |
|---|---|
| Maximum | 31.06119347 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 211 |
| Negative (%) | 71.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -18.42068672 |
|---|---|
| 5-th percentile | -10.50092144 |
| Q1 | -5.821927071 |
| median | -3.031085968 |
| Q3 | 0.452994198 |
| 95-th percentile | 8.95209198 |
| Maximum | 31.06119347 |
| Range | 49.48188019 |
| Interquartile range (IQR) | 6.274921269 |
Descriptive statistics
| Standard deviation | 6.21353274 |
|---|---|
| Coefficient of variation (CV) | -2.698767753 |
| Kurtosis | 3.198537067 |
| Mean | -2.302359191 |
| Median Absolute Deviation (MAD) | 3.098933168 |
| Skewness | 0.9410188989 |
| Sum | -683.8006797 |
| Variance | 38.60798911 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -3.949255705 | 3 | 1.0% |
| -8.834075928 | 3 | 1.0% |
| -17.52332115 | 3 | 1.0% |
| -6.223925114 | 3 | 1.0% |
| -4.487382412 | 3 | 1.0% |
| -8.862817764 | 3 | 1.0% |
| -1.735790133 | 3 | 1.0% |
| -1.337068677 | 3 | 1.0% |
| -5.985841751 | 3 | 1.0% |
| 0.452994198 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -18.42068672 | 1 | 0.3% |
| -17.52332115 | 3 | |
| -17.06884575 | 1 | 0.3% |
| -15.79871178 | 1 | 0.3% |
| -14.93717098 | 2 | |
| -12.14160156 | 1 | 0.3% |
| -11.82522202 | 2 | |
| -11.06373882 | 1 | 0.3% |
| -10.73040676 | 1 | 0.3% |
| -10.57301807 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 31.06119347 | 1 | |
| 18.17509079 | 1 | |
| 15.70409393 | 1 | |
| 14.2645998 | 1 | |
| 14.06715965 | 1 | |
| 12.64254379 | 2 | |
| 11.65789604 | 1 | |
| 11.4180975 | 2 | |
| 10.74796772 | 2 | |
| 10.68414879 | 1 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.060977673 |
| Minimum | -28.9380188 |
|---|---|
| Maximum | 19.42258453 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 227 |
| Negative (%) | 76.4% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -28.9380188 |
|---|---|
| 5-th percentile | -15.34775448 |
| Q1 | -7.84003973 |
| median | -3.053973198 |
| Q3 | -0.167042345 |
| 95-th percentile | 3.66046524 |
| Maximum | 19.42258453 |
| Range | 48.36060333 |
| Interquartile range (IQR) | 7.672997385 |
Descriptive statistics
| Standard deviation | 5.973072524 |
|---|---|
| Coefficient of variation (CV) | -1.47084594 |
| Kurtosis | 1.955978001 |
| Mean | -4.060977673 |
| Median Absolute Deviation (MAD) | 3.354821235 |
| Skewness | -0.7222969674 |
| Sum | -1206.110369 |
| Variance | 35.67759537 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.211096466 | 3 | 1.0% |
| -2.503092527 | 3 | 1.0% |
| -5.103153229 | 3 | 1.0% |
| -4.801058769 | 3 | 1.0% |
| 3.222433567 | 3 | 1.0% |
| 1.520516872 | 3 | 1.0% |
| -1.556867242 | 3 | 1.0% |
| -2.956597567 | 3 | 1.0% |
| -4.747466087 | 3 | 1.0% |
| -3.844720602 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -28.9380188 | 1 | |
| -26.82678604 | 1 | |
| -24.13603973 | 1 | |
| -19.73348618 | 1 | |
| -18.72622681 | 1 | |
| -17.70406914 | 1 | |
| -17.40592575 | 1 | |
| -17.34512711 | 1 | |
| -17.21187019 | 1 | |
| -16.67108536 | 1 |
| Value | Count | Frequency (%) |
| 19.42258453 | 1 | 0.3% |
| 9.250021935 | 1 | 0.3% |
| 7.011273861 | 1 | 0.3% |
| 6.416089058 | 2 | |
| 5.692083359 | 3 | |
| 4.729048729 | 3 | |
| 3.752620697 | 1 | 0.3% |
| 3.679346085 | 1 | 0.3% |
| 3.66046524 | 3 | |
| 3.406095982 | 1 | 0.3% |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8.043947588 |
| Minimum | -33.03359985 |
|---|---|
| Maximum | 3.467969894 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 282 |
| Negative (%) | 94.9% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -33.03359985 |
|---|---|
| 5-th percentile | -18.46313286 |
| Q1 | -10.92140865 |
| median | -6.937124729 |
| Q3 | -4.568939686 |
| 95-th percentile | -0.2241866112 |
| Maximum | 3.467969894 |
| Range | 36.50156974 |
| Interquartile range (IQR) | 6.352468964 |
Descriptive statistics
| Standard deviation | 5.638095815 |
|---|---|
| Coefficient of variation (CV) | -0.7009115553 |
| Kurtosis | 1.825400206 |
| Mean | -8.043947588 |
| Median Absolute Deviation (MAD) | 3.049051046 |
| Skewness | -0.9672830772 |
| Sum | -2389.052434 |
| Variance | 31.78812441 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -5.209016323 | 3 | 1.0% |
| -2.675291061 | 3 | 1.0% |
| -6.164991379 | 3 | 1.0% |
| -5.699653625 | 3 | 1.0% |
| -8.693451881 | 3 | 1.0% |
| -6.900223255 | 3 | 1.0% |
| -5.503369808 | 3 | 1.0% |
| -11.33661079 | 3 | 1.0% |
| -12.87594032 | 3 | 1.0% |
| -9.139967918 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -33.03359985 | 1 | |
| -27.70430374 | 1 | |
| -25.9192524 | 1 | |
| -25.89493942 | 1 | |
| -23.60396957 | 1 | |
| -22.83514595 | 1 | |
| -22.49032402 | 2 | |
| -21.62217712 | 1 | |
| -21.56449509 | 1 | |
| -21.23797989 | 1 |
| Value | Count | Frequency (%) |
| 3.467969894 | 2 | |
| 2.504188538 | 3 | |
| 2.273616552 | 2 | |
| 1.191551924 | 1 | 0.3% |
| 1.011425257 | 2 | |
| 0.627362192 | 3 | |
| 0.48170796 | 1 | 0.3% |
| 0 | 1 | 0.3% |
| -0.280233264 | 1 | 0.3% |
| -0.496467113 | 1 | 0.3% |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.324617248 |
| Minimum | -19.87977219 |
|---|---|
| Maximum | 12.34230995 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 251 |
| Negative (%) | 84.5% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -19.87977219 |
|---|---|
| 5-th percentile | -12.43189163 |
| Q1 | -7.010484219 |
| median | -4.369989872 |
| Q3 | -1.386764407 |
| 95-th percentile | 3.705530119 |
| Maximum | 12.34230995 |
| Range | 32.22208214 |
| Interquartile range (IQR) | 5.623719812 |
Descriptive statistics
| Standard deviation | 4.909765154 |
|---|---|
| Coefficient of variation (CV) | -1.135306288 |
| Kurtosis | 0.8567293499 |
| Mean | -4.324617248 |
| Median Absolute Deviation (MAD) | 2.876817107 |
| Skewness | -0.07193882316 |
| Sum | -1284.411323 |
| Variance | 24.10579387 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -9.835443497 | 3 | 1.0% |
| -16.45576859 | 3 | 1.0% |
| -6.215852737 | 3 | 1.0% |
| -5.213335037 | 3 | 1.0% |
| -6.318487644 | 3 | 1.0% |
| -11.96498585 | 3 | 1.0% |
| -8.575760841 | 3 | 1.0% |
| -7.279414177 | 3 | 1.0% |
| -0.852990389 | 3 | 1.0% |
| -4.813604355 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -19.87977219 | 2 | |
| -16.9903183 | 1 | 0.3% |
| -16.45576859 | 3 | |
| -14.8283186 | 1 | 0.3% |
| -14.4859848 | 1 | 0.3% |
| -14.31326008 | 1 | 0.3% |
| -13.73176289 | 2 | |
| -13.19584656 | 1 | 0.3% |
| -13.06788254 | 1 | 0.3% |
| -12.85507965 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 12.34230995 | 1 | |
| 8.9772892 | 1 | |
| 8.805682182 | 1 | |
| 8.253202438 | 1 | |
| 7.512579918 | 1 | |
| 6.610367298 | 1 | |
| 5.84799099 | 1 | |
| 5.51702404 | 1 | |
| 5.429760933 | 1 | |
| 5.191288948 | 1 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.291413293 |
| Minimum | -23.95453262 |
|---|---|
| Maximum | 4.202829838 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 274 |
| Negative (%) | 92.3% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -23.95453262 |
|---|---|
| 5-th percentile | -14.32718945 |
| Q1 | -7.245131016 |
| median | -4.453970909 |
| Q3 | -2.145931959 |
| 95-th percentile | 0.346470088 |
| Maximum | 4.202829838 |
| Range | 28.15736246 |
| Interquartile range (IQR) | 5.099199057 |
Descriptive statistics
| Standard deviation | 4.6518856 |
|---|---|
| Coefficient of variation (CV) | -0.8791385858 |
| Kurtosis | 1.135138751 |
| Mean | -5.291413293 |
| Median Absolute Deviation (MAD) | 2.725596428 |
| Skewness | -1.047486179 |
| Sum | -1571.549748 |
| Variance | 21.64003963 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.264699817 | 3 | 1.0% |
| -7.107970238 | 3 | 1.0% |
| -4.303427219 | 3 | 1.0% |
| -1.13881731 | 3 | 1.0% |
| -0.297166198 | 3 | 1.0% |
| -0.518457949 | 3 | 1.0% |
| -4.8514781 | 3 | 1.0% |
| -1.577813387 | 3 | 1.0% |
| -5.011287212 | 3 | 1.0% |
| -6.595562935 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -23.95453262 | 1 | |
| -21.74257278 | 1 | |
| -18.04694176 | 1 | |
| -17.90721512 | 2 | |
| -17.59760284 | 2 | |
| -16.77963448 | 1 | |
| -16.57737541 | 1 | |
| -16.34937096 | 1 | |
| -16.08523369 | 1 | |
| -15.33393097 | 1 |
| Value | Count | Frequency (%) |
| 4.202829838 | 1 | 0.3% |
| 1.844192624 | 3 | |
| 1.77427721 | 1 | 0.3% |
| 1.264699817 | 3 | |
| 0.954881489 | 3 | |
| 0.624600589 | 1 | 0.3% |
| 0.559914052 | 2 | |
| 0.346470088 | 3 | |
| 0.276657701 | 3 | |
| 0.104720443 | 1 | 0.3% |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.76734711 |
| Minimum | -13.97152328 |
|---|---|
| Maximum | 11.79124641 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 261 |
| Negative (%) | 87.9% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -13.97152328 |
|---|---|
| 5-th percentile | -9.436958694 |
| Q1 | -5.900751591 |
| median | -3.62819314 |
| Q3 | -1.669513822 |
| 95-th percentile | 1.129838705 |
| Maximum | 11.79124641 |
| Range | 25.76276969 |
| Interquartile range (IQR) | 4.231237769 |
Descriptive statistics
| Standard deviation | 3.486658977 |
|---|---|
| Coefficient of variation (CV) | -0.925494486 |
| Kurtosis | 1.514048797 |
| Mean | -3.76734711 |
| Median Absolute Deviation (MAD) | 2.091121316 |
| Skewness | 0.07005357509 |
| Sum | -1118.902092 |
| Variance | 12.15679082 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -8.087276459 | 3 | 1.0% |
| -4.027569294 | 3 | 1.0% |
| -8.493872643 | 3 | 1.0% |
| -7.471687317 | 3 | 1.0% |
| -3.77525115 | 3 | 1.0% |
| -2.031380177 | 3 | 1.0% |
| -3.482310295 | 3 | 1.0% |
| -1.922837257 | 3 | 1.0% |
| -6.126540661 | 3 | 1.0% |
| -1.395495415 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -13.97152328 | 2 | |
| -13.09540272 | 1 | 0.3% |
| -12.67936993 | 1 | 0.3% |
| -11.80089474 | 1 | 0.3% |
| -11.46329308 | 1 | 0.3% |
| -11.26816368 | 1 | 0.3% |
| -10.9920826 | 1 | 0.3% |
| -10.70111465 | 3 | |
| -9.937455177 | 1 | 0.3% |
| -9.761592865 | 2 |
| Value | Count | Frequency (%) |
| 11.79124641 | 1 | |
| 7.742780209 | 1 | |
| 7.095420837 | 1 | |
| 4.317516804 | 1 | |
| 2.837369204 | 2 | |
| 2.173014402 | 1 | |
| 1.813750625 | 2 | |
| 1.627744675 | 1 | |
| 1.327385902 | 1 | |
| 1.277233362 | 1 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.286025892 |
| Minimum | -13.3079977 |
|---|---|
| Maximum | 15.42399025 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 232 |
| Negative (%) | 78.1% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -13.3079977 |
|---|---|
| 5-th percentile | -8.56278038 |
| Q1 | -4.244267464 |
| median | -2.614900827 |
| Q3 | -0.656557798 |
| 95-th percentile | 4.01122818 |
| Maximum | 15.42399025 |
| Range | 28.73198795 |
| Interquartile range (IQR) | 3.587709666 |
Descriptive statistics
| Standard deviation | 3.738810751 |
|---|---|
| Coefficient of variation (CV) | -1.635506739 |
| Kurtosis | 2.556175891 |
| Mean | -2.286025892 |
| Median Absolute Deviation (MAD) | 1.764436007 |
| Skewness | 0.7499416689 |
| Sum | -678.9496899 |
| Variance | 13.97870583 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.846332788 | 3 | 1.0% |
| -5.694886684 | 3 | 1.0% |
| -0.656557798 | 3 | 1.0% |
| -3.539287806 | 3 | 1.0% |
| -3.355377436 | 3 | 1.0% |
| -4.314815521 | 3 | 1.0% |
| 1.794715881 | 3 | 1.0% |
| -5.484910488 | 3 | 1.0% |
| -4.68204546 | 3 | 1.0% |
| -2.025759935 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -13.3079977 | 2 | |
| -10.60211754 | 1 | 0.3% |
| -9.97131443 | 1 | 0.3% |
| -9.492572784 | 1 | 0.3% |
| -9.048337936 | 3 | |
| -8.921989441 | 1 | 0.3% |
| -8.821576118 | 1 | 0.3% |
| -8.714962006 | 1 | 0.3% |
| -8.638543129 | 3 | |
| -8.56278038 | 2 |
| Value | Count | Frequency (%) |
| 15.42399025 | 1 | |
| 9.661244392 | 1 | |
| 9.39849472 | 1 | |
| 9.198484421 | 1 | |
| 8.384314537 | 2 | |
| 8.070140839 | 1 | |
| 7.752319813 | 1 | |
| 6.512794018 | 1 | |
| 5.655079842 | 2 | |
| 4.644339085 | 1 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.214541011 |
| Minimum | -22.75405693 |
|---|---|
| Maximum | 4.309709072 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 286 |
| Negative (%) | 96.3% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -22.75405693 |
|---|---|
| 5-th percentile | -10.83365936 |
| Q1 | -6.498164177 |
| median | -4.677098274 |
| Q3 | -3.440637589 |
| 95-th percentile | -0.679484487 |
| Maximum | 4.309709072 |
| Range | 27.063766 |
| Interquartile range (IQR) | 3.057526588 |
Descriptive statistics
| Standard deviation | 3.557990852 |
|---|---|
| Coefficient of variation (CV) | -0.6823210028 |
| Kurtosis | 5.968368003 |
| Mean | -5.214541011 |
| Median Absolute Deviation (MAD) | 1.471815109 |
| Skewness | -1.67906066 |
| Sum | -1548.71868 |
| Variance | 12.6592989 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4.569207668 | 3 | 1.0% |
| -3.440637589 | 3 | 1.0% |
| -3.431597471 | 3 | 1.0% |
| -0.130521089 | 3 | 1.0% |
| -4.429432392 | 3 | 1.0% |
| -8.976955414 | 3 | 1.0% |
| -3.734538794 | 3 | 1.0% |
| -6.839847565 | 3 | 1.0% |
| -6.91451025 | 3 | 1.0% |
| 0.066861413 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -22.75405693 | 1 | |
| -22.43288803 | 1 | |
| -21.7512188 | 1 | |
| -19.59380722 | 1 | |
| -16.39536858 | 1 | |
| -16.19101906 | 1 | |
| -15.75186062 | 1 | |
| -15.41821003 | 1 | |
| -14.59574509 | 1 | |
| -14.10273743 | 1 |
| Value | Count | Frequency (%) |
| 4.309709072 | 1 | 0.3% |
| 3.843124151 | 1 | 0.3% |
| 0.844521046 | 2 | |
| 0.066861413 | 3 | |
| 0.02843512 | 3 | |
| 0 | 1 | 0.3% |
| -0.130521089 | 3 | |
| -0.679484487 | 3 | |
| -0.798733652 | 3 | |
| -1.085615039 | 1 | 0.3% |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.269493455 |
| Minimum | -10.53950024 |
|---|---|
| Maximum | 11.01543236 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 255 |
| Negative (%) | 85.9% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -10.53950024 |
|---|---|
| 5-th percentile | -8.453349113 |
| Q1 | -5.279780388 |
| median | -3.653604984 |
| Q3 | -1.52664721 |
| 95-th percentile | 2.44429574 |
| Maximum | 11.01543236 |
| Range | 21.5549326 |
| Interquartile range (IQR) | 3.753133178 |
Descriptive statistics
| Standard deviation | 3.315063149 |
|---|---|
| Coefficient of variation (CV) | -1.013937845 |
| Kurtosis | 1.257015739 |
| Mean | -3.269493455 |
| Median Absolute Deviation (MAD) | 1.938262463 |
| Skewness | 0.6263841132 |
| Sum | -971.0395562 |
| Variance | 10.98964368 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -3.660231113 | 3 | 1.0% |
| -2.612808943 | 3 | 1.0% |
| 1.458162785 | 3 | 1.0% |
| -6.684098721 | 3 | 1.0% |
| -2.013385296 | 3 | 1.0% |
| -3.055019379 | 3 | 1.0% |
| -5.279780388 | 3 | 1.0% |
| -2.623180151 | 3 | 1.0% |
| -4.237810135 | 3 | 1.0% |
| -4.263693333 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -10.53950024 | 1 | 0.3% |
| -10.13173485 | 1 | 0.3% |
| -10.03578663 | 1 | 0.3% |
| -10.02408123 | 3 | |
| -9.129138947 | 2 | |
| -9.083367348 | 1 | 0.3% |
| -9.07752037 | 1 | 0.3% |
| -9.06065464 | 1 | 0.3% |
| -8.631100655 | 1 | 0.3% |
| -8.491831779 | 3 |
| Value | Count | Frequency (%) |
| 11.01543236 | 1 | |
| 7.008726597 | 1 | |
| 6.882511616 | 1 | |
| 6.320420742 | 1 | |
| 5.251037598 | 1 | |
| 5.241580963 | 1 | |
| 5.085354328 | 1 | |
| 4.285577774 | 1 | |
| 4.167115688 | 1 | |
| 3.935342789 | 1 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.846015728 |
| Minimum | -13.53975773 |
|---|---|
| Maximum | 7.028747559 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 258 |
| Negative (%) | 86.9% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -13.53975773 |
|---|---|
| 5-th percentile | -8.446120834 |
| Q1 | -4.432642937 |
| median | -2.517000914 |
| Q3 | -0.923913002 |
| 95-th percentile | 1.377192664 |
| Maximum | 7.028747559 |
| Range | 20.56850529 |
| Interquartile range (IQR) | 3.508729935 |
Descriptive statistics
| Standard deviation | 3.098375944 |
|---|---|
| Coefficient of variation (CV) | -1.088671406 |
| Kurtosis | 1.738564692 |
| Mean | -2.846015728 |
| Median Absolute Deviation (MAD) | 1.803981126 |
| Skewness | -0.6336915872 |
| Sum | -845.2666711 |
| Variance | 9.599933489 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.47492218 | 3 | 1.0% |
| -5.077569962 | 3 | 1.0% |
| -4.529057503 | 3 | 1.0% |
| -0.356105894 | 3 | 1.0% |
| -1.431336284 | 3 | 1.0% |
| -3.274079323 | 3 | 1.0% |
| -1.562528372 | 3 | 1.0% |
| 0.481145978 | 3 | 1.0% |
| -3.21206975 | 3 | 1.0% |
| -1.988556862 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -13.53975773 | 3 | |
| -13.11719608 | 2 | |
| -11.73805523 | 1 | 0.3% |
| -10.50269794 | 1 | 0.3% |
| -10.37151051 | 1 | 0.3% |
| -9.096522331 | 1 | 0.3% |
| -9.001171112 | 1 | 0.3% |
| -8.997891426 | 1 | 0.3% |
| -8.944740295 | 2 | |
| -8.876958847 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 7.028747559 | 1 | |
| 5.420623302 | 1 | |
| 4.319420338 | 1 | |
| 4.128497124 | 1 | |
| 3.997589111 | 1 | |
| 3.183686256 | 1 | |
| 3.15664959 | 1 | |
| 2.93707633 | 1 | |
| 2.874444246 | 1 | |
| 2.655209541 | 1 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.327449484 |
| Minimum | -22.3718853 |
|---|---|
| Maximum | 3.861722708 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 288 |
| Negative (%) | 97.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -22.3718853 |
|---|---|
| 5-th percentile | -12.1501854 |
| Q1 | -6.932049274 |
| median | -4.882236004 |
| Q3 | -2.757558584 |
| 95-th percentile | -0.9238202568 |
| Maximum | 3.861722708 |
| Range | 26.23360801 |
| Interquartile range (IQR) | 4.17449069 |
Descriptive statistics
| Standard deviation | 3.650492609 |
|---|---|
| Coefficient of variation (CV) | -0.6852233175 |
| Kurtosis | 2.183556059 |
| Mean | -5.327449484 |
| Median Absolute Deviation (MAD) | 2.12467742 |
| Skewness | -1.137166715 |
| Sum | -1582.252497 |
| Variance | 13.32609629 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -6.086611271 | 3 | 1.0% |
| 1.329365253 | 3 | 1.0% |
| -1.601407051 | 3 | 1.0% |
| -2.757558584 | 3 | 1.0% |
| -5.865373135 | 3 | 1.0% |
| -3.667700052 | 3 | 1.0% |
| -3.169038773 | 3 | 1.0% |
| -2.238467455 | 3 | 1.0% |
| -2.610418081 | 3 | 1.0% |
| -3.047203302 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -22.3718853 | 1 | |
| -18.21897125 | 1 | |
| -17.64494324 | 1 | |
| -16.00642586 | 1 | |
| -15.62162876 | 1 | |
| -15.01536274 | 1 | |
| -14.95706654 | 1 | |
| -14.89373684 | 1 | |
| -14.07487106 | 1 | |
| -13.84360695 | 1 |
| Value | Count | Frequency (%) |
| 3.861722708 | 1 | 0.3% |
| 1.329365253 | 3 | |
| 0.685456097 | 1 | 0.3% |
| 0.101909079 | 2 | |
| 0.001945716 | 1 | 0.3% |
| 0 | 1 | 0.3% |
| -0.608779848 | 3 | |
| -0.916181564 | 3 | |
| -0.92572993 | 1 | 0.3% |
| -0.977692962 | 3 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.673518414 |
| Minimum | -12.45246792 |
|---|---|
| Maximum | 5.618514538 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 276 |
| Negative (%) | 92.9% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -12.45246792 |
|---|---|
| 5-th percentile | -8.586619759 |
| Q1 | -5.44440937 |
| median | -3.623157978 |
| Q3 | -1.719071269 |
| 95-th percentile | 0.4624405858 |
| Maximum | 5.618514538 |
| Range | 18.07098246 |
| Interquartile range (IQR) | 3.725338101 |
Descriptive statistics
| Standard deviation | 2.907495769 |
|---|---|
| Coefficient of variation (CV) | -0.7914743962 |
| Kurtosis | 0.4713255988 |
| Mean | -3.673518414 |
| Median Absolute Deviation (MAD) | 1.84608078 |
| Skewness | -0.03115213094 |
| Sum | -1091.034969 |
| Variance | 8.453531644 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4.914735794 | 3 | 1.0% |
| -3.623157978 | 3 | 1.0% |
| -2.502584934 | 3 | 1.0% |
| -4.20198679 | 3 | 1.0% |
| -5.770493031 | 3 | 1.0% |
| -5.762750149 | 3 | 1.0% |
| -4.716887951 | 3 | 1.0% |
| -8.756306648 | 3 | 1.0% |
| -3.219568491 | 3 | 1.0% |
| -5.341212749 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -12.45246792 | 1 | 0.3% |
| -11.49477386 | 1 | 0.3% |
| -10.54174137 | 3 | |
| -10.48415852 | 1 | 0.3% |
| -10.20916653 | 1 | 0.3% |
| -9.981344223 | 1 | 0.3% |
| -9.57451725 | 1 | 0.3% |
| -9.060025215 | 1 | 0.3% |
| -8.911996841 | 1 | 0.3% |
| -8.756306648 | 3 |
| Value | Count | Frequency (%) |
| 5.618514538 | 1 | |
| 5.55964756 | 1 | |
| 4.352736473 | 1 | |
| 3.317935944 | 1 | |
| 2.498803139 | 1 | |
| 2.40829277 | 1 | |
| 2.255675554 | 1 | |
| 2.116243124 | 1 | |
| 2.024220228 | 1 | |
| 1.510779023 | 2 |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.863259412 |
| Minimum | -13.33502579 |
|---|---|
| Maximum | 2.277164698 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 286 |
| Negative (%) | 96.3% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -13.33502579 |
|---|---|
| 5-th percentile | -8.904454422 |
| Q1 | -5.106873989 |
| median | -3.458552599 |
| Q3 | -2.169203758 |
| 95-th percentile | -0.5193145212 |
| Maximum | 2.277164698 |
| Range | 15.61219049 |
| Interquartile range (IQR) | 2.937670231 |
Descriptive statistics
| Standard deviation | 2.629253532 |
|---|---|
| Coefficient of variation (CV) | -0.6805790789 |
| Kurtosis | 0.9203631818 |
| Mean | -3.863259412 |
| Median Absolute Deviation (MAD) | 1.454179048 |
| Skewness | -0.7981530429 |
| Sum | -1147.388045 |
| Variance | 6.912974135 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -2.836044312 | 3 | 1.0% |
| -6.522218227 | 3 | 1.0% |
| -5.777169704 | 3 | 1.0% |
| -4.7076931 | 3 | 1.0% |
| -1.336160541 | 3 | 1.0% |
| -3.13235569 | 3 | 1.0% |
| -4.470150948 | 3 | 1.0% |
| -3.242759466 | 3 | 1.0% |
| -2.393294573 | 3 | 1.0% |
| -1.536321878 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -13.33502579 | 1 | |
| -12.09080601 | 1 | |
| -11.67608356 | 1 | |
| -11.45164871 | 2 | |
| -11.14853859 | 1 | |
| -10.80527496 | 2 | |
| -10.13957977 | 1 | |
| -9.839583397 | 1 | |
| -9.637212753 | 1 | |
| -9.519319534 | 1 |
| Value | Count | Frequency (%) |
| 2.277164698 | 1 | 0.3% |
| 2.191570759 | 1 | 0.3% |
| 1.988696337 | 1 | 0.3% |
| 1.182077885 | 1 | 0.3% |
| 0.587761104 | 1 | 0.3% |
| 0.542991161 | 1 | 0.3% |
| 0.10736876 | 1 | 0.3% |
| 0.076977357 | 3 | |
| 0 | 1 | 0.3% |
| -0.196548089 | 1 | 0.3% |
| Distinct | 186 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.53625294 |
| Minimum | -16.67735672 |
|---|---|
| Maximum | 1.718601465 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 294 |
| Negative (%) | 99.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -16.67735672 |
|---|---|
| 5-th percentile | -9.257963181 |
| Q1 | -5.942317486 |
| median | -4.084219456 |
| Q3 | -2.793143272 |
| 95-th percentile | -0.9831141352 |
| Maximum | 1.718601465 |
| Range | 18.39595818 |
| Interquartile range (IQR) | 3.149174214 |
Descriptive statistics
| Standard deviation | 2.579669546 |
|---|---|
| Coefficient of variation (CV) | -0.5686785064 |
| Kurtosis | 2.587163296 |
| Mean | -4.53625294 |
| Median Absolute Deviation (MAD) | 1.583687305 |
| Skewness | -1.144980205 |
| Sum | -1347.267123 |
| Variance | 6.654694968 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -7.05477953 | 3 | 1.0% |
| -7.205958366 | 3 | 1.0% |
| -3.207624197 | 3 | 1.0% |
| -4.463037014 | 3 | 1.0% |
| -2.258127213 | 3 | 1.0% |
| -4.269377232 | 3 | 1.0% |
| -2.663996696 | 3 | 1.0% |
| -3.706103086 | 3 | 1.0% |
| -2.391006708 | 3 | 1.0% |
| -3.887349606 | 3 | 1.0% |
| Other values (176) | 267 |
| Value | Count | Frequency (%) |
| -16.67735672 | 1 | |
| -15.29585171 | 1 | |
| -13.30402088 | 1 | |
| -13.03335094 | 1 | |
| -12.34830952 | 1 | |
| -11.74475002 | 1 | |
| -10.22765732 | 1 | |
| -10.21813011 | 1 | |
| -9.726944923 | 2 | |
| -9.720941544 | 1 |
| Value | Count | Frequency (%) |
| 1.718601465 | 1 | |
| 0.23732473 | 1 | |
| 0 | 1 | |
| -0.259231508 | 1 | |
| -0.362459362 | 1 | |
| -0.391942233 | 1 | |
| -0.797710896 | 2 | |
| -0.838084459 | 1 | |
| -0.858413577 | 2 | |
| -0.908013105 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | covid_status | chroma_stft | rmse | spectral_centroid | spectral_bandwidth | rolloff | zero_crossing_rate | mfcc1 | mfcc2 | mfcc3 | mfcc4 | mfcc5 | mfcc6 | mfcc7 | mfcc8 | mfcc9 | mfcc10 | mfcc11 | mfcc12 | mfcc13 | mfcc14 | mfcc15 | mfcc16 | mfcc17 | mfcc18 | mfcc19 | mfcc20 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5 | 0.0 | 0.511784 | 0.011890 | 3448.609718 | 4226.490094 | 6315.529337 | 0.061811 | -517.450256 | 40.682167 | -10.754708 | 3.872811 | 1.299960 | -8.374012 | 2.231653 | 1.448778 | -2.313311 | -3.490207 | -6.491390 | -0.392513 | 0.345531 | -3.572443 | -0.002734 | -2.758920 | -5.120065 | -0.831587 | -2.985718 | -3.265484 |
| 1 | 11 | 0.0 | 0.567804 | 0.012705 | 5403.689377 | 5357.955811 | 11736.233520 | 0.057142 | -534.096863 | 29.306143 | -13.051175 | 12.177119 | 7.413190 | -4.339118 | 5.858554 | -2.742089 | -6.596937 | 0.252099 | -5.986632 | -6.375987 | -2.357787 | -3.573378 | -1.409463 | -1.823061 | -2.069131 | -0.324558 | -2.847277 | -1.542457 |
| 2 | 13 | 0.0 | 0.458423 | 0.021290 | 3092.834091 | 3536.424447 | 5720.514706 | 0.074449 | -470.430695 | 48.852756 | -9.348028 | 10.798406 | -0.674451 | -8.596121 | -1.952278 | -8.623630 | -8.802071 | -0.274829 | 4.202830 | 0.494443 | -1.159789 | -1.945273 | -2.112214 | 0.695884 | -4.124461 | -9.060025 | -4.819659 | -1.610658 |
| 3 | 15 | 0.0 | 0.322017 | 0.027909 | 2289.120477 | 2632.981850 | 4137.181801 | 0.034865 | -490.037231 | 31.265423 | -3.895604 | 9.228412 | 4.609731 | -0.417381 | 5.934174 | -5.856328 | -9.656723 | 0.585812 | -0.174316 | -1.215199 | -0.544397 | -3.116033 | -1.643423 | -0.882361 | 0.001946 | 1.016746 | -4.163795 | -5.396878 |
| 4 | 17 | 0.0 | 0.562480 | 0.054555 | 3471.731611 | 3657.906137 | 5799.260496 | 0.070723 | -431.622925 | 63.896423 | -18.557993 | -0.566375 | 9.818233 | -4.036633 | 1.953996 | 3.679346 | -1.913712 | -2.551869 | -6.302892 | -5.137498 | -2.511432 | -5.993284 | -3.686344 | -0.896247 | -4.781416 | -4.795146 | -1.857483 | -2.149642 |
| 5 | 36 | 0.0 | 0.402855 | 0.006444 | 3339.591945 | 4324.873867 | 6822.276070 | 0.048752 | -581.887451 | 38.511387 | 0.521491 | 0.085875 | -5.595566 | -11.364014 | -4.590793 | -1.305702 | 1.011425 | -0.667343 | -4.978219 | -0.530775 | 2.229459 | 0.844521 | 0.785129 | -3.553890 | -5.317847 | -1.891633 | -1.364141 | -0.858414 |
| 6 | 39 | 0.0 | 0.330560 | 0.003911 | 3060.659930 | 3915.293915 | 6215.613310 | 0.040736 | -686.112061 | 81.871025 | 12.860557 | -1.562020 | -9.304680 | -20.302353 | -14.937171 | -9.142491 | -6.256747 | -4.036244 | -6.386899 | -5.155090 | -2.130613 | -4.567240 | -7.722573 | -7.868546 | -5.249727 | -2.847554 | -2.290766 | -0.797711 |
| 7 | 40 | 0.0 | 0.504797 | 0.011026 | 4041.863489 | 4382.934919 | 8683.548965 | 0.032730 | -579.499146 | 33.301872 | -8.528276 | -0.885543 | 2.789226 | -5.436583 | -0.965308 | 0.026027 | -2.386591 | 0.956029 | -0.351089 | -1.455265 | 0.485020 | -3.074298 | -3.692584 | -0.133026 | -2.358028 | -3.355912 | -0.234410 | -1.221881 |
| 8 | 47 | 0.0 | 0.387300 | 0.035217 | 3128.690846 | 3702.242105 | 6478.011489 | 0.048890 | -452.149689 | 63.921970 | -7.987209 | -3.730077 | 7.274646 | 4.636058 | 0.991768 | -10.733962 | -9.703927 | -0.960637 | -5.086147 | -6.602741 | -4.379337 | -6.072674 | -4.456025 | -4.994850 | -7.468322 | -3.818285 | -1.599074 | -3.690098 |
| 9 | 52 | 0.0 | 0.401208 | 0.053522 | 1604.951115 | 1690.673881 | 3006.621034 | 0.046022 | -360.266632 | 119.876602 | 3.421885 | 3.290564 | 10.806004 | -4.538828 | -4.411186 | -11.313363 | -18.463133 | -13.731763 | -11.870850 | -9.761593 | -6.969263 | -5.172945 | -3.960957 | -8.944740 | -8.789465 | -1.101540 | -2.468477 | -9.539063 |
Last rows
| df_index | covid_status | chroma_stft | rmse | spectral_centroid | spectral_bandwidth | rolloff | zero_crossing_rate | mfcc1 | mfcc2 | mfcc3 | mfcc4 | mfcc5 | mfcc6 | mfcc7 | mfcc8 | mfcc9 | mfcc10 | mfcc11 | mfcc12 | mfcc13 | mfcc14 | mfcc15 | mfcc16 | mfcc17 | mfcc18 | mfcc19 | mfcc20 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 287 | 542 | 0.0 | 0.415348 | 0.002784 | 4994.121572 | 4252.745079 | 8899.079320 | 0.113540 | -680.457703 | 48.013844 | -18.871265 | 27.968884 | 7.862058 | -21.562359 | 4.625724 | 0.314468 | -5.134453 | 3.656588 | -6.687035 | -3.525333 | -1.033649 | -8.533141 | 2.122481 | -1.467991 | -14.893737 | -5.469304 | -2.565367 | -7.769077 |
| 288 | 543 | 0.0 | 0.447186 | 0.023819 | 5178.371020 | 4761.676959 | 10780.762850 | 0.027414 | -498.060089 | 42.626080 | -4.766308 | -2.896341 | -2.206679 | -7.761043 | -4.326938 | -2.885319 | -0.842319 | -3.707531 | -9.012763 | -3.034850 | -0.276609 | -2.251372 | 2.930111 | 2.874444 | -2.366749 | -2.810682 | -2.180135 | -0.391942 |
| 289 | 544 | 0.0 | 0.417774 | 0.017359 | 3961.314670 | 3882.824071 | 7704.071970 | 0.100811 | -488.464233 | 36.069420 | -19.867342 | 8.314837 | 7.341877 | 2.508948 | 8.180876 | -11.395640 | -9.500271 | -2.794591 | -12.046718 | 0.726306 | 0.018163 | -16.395369 | -5.201185 | -0.828517 | -10.134831 | -7.786520 | -7.864659 | -4.154001 |
| 290 | 545 | 0.0 | 0.413592 | 0.016425 | 3736.032137 | 4348.625572 | 8029.846999 | 0.062387 | -515.093079 | 39.953320 | -8.202085 | 18.146042 | 5.513347 | -16.420513 | -6.598564 | -10.483783 | -8.490735 | 1.893585 | -2.124408 | 1.327386 | 1.203681 | -7.205555 | -1.377642 | -1.932923 | -9.877131 | -5.407985 | -4.182688 | -5.327617 |
| 291 | 547 | 0.0 | 0.327528 | 0.005986 | 3167.998355 | 2862.966382 | 6260.173112 | 0.047313 | -632.028748 | 48.006557 | -21.701441 | -1.058264 | -0.028219 | -7.427349 | 0.285089 | -8.809048 | -4.475405 | 1.660683 | -7.587779 | -0.405122 | -0.173578 | -9.387975 | 2.457526 | 5.420623 | -4.050757 | -1.440541 | -1.076445 | -1.544606 |
| 292 | 548 | 0.0 | 0.404364 | 0.013626 | 3339.368255 | 3251.437246 | 6427.607914 | 0.078893 | -503.485535 | 64.039879 | -27.875721 | 10.403370 | 12.649821 | -12.355567 | -3.102134 | -15.530381 | -22.835146 | -5.347957 | -5.834797 | -7.988777 | -3.002875 | -2.319824 | 0.919446 | -6.482488 | -15.015363 | -6.895054 | -5.053434 | -8.962865 |
| 293 | 550 | 0.0 | 0.371949 | 0.023232 | 2907.078578 | 3258.292525 | 5399.464749 | 0.063220 | -486.827759 | 60.193691 | -9.803898 | 6.557796 | 12.498374 | -5.204060 | -3.595127 | -3.235003 | -6.454490 | -6.521963 | -7.752876 | -1.720932 | 0.130373 | -5.105666 | -1.554233 | -1.025963 | -5.906067 | -1.815979 | 0.107369 | -5.667907 |
| 294 | 551 | 0.0 | 0.417730 | 0.012783 | 4276.810210 | 4605.093122 | 9025.573291 | 0.069602 | -541.647888 | 31.540524 | -4.751193 | 10.621203 | 6.310236 | -2.996515 | 3.063846 | -1.624156 | -0.939049 | 1.530463 | -6.009074 | -2.852857 | -1.546573 | -6.167944 | 0.431346 | -2.717791 | -12.887345 | -6.161059 | -1.346104 | -4.390808 |
| 295 | 553 | 0.0 | 0.353014 | 0.011283 | 2355.744400 | 2924.152999 | 4723.433355 | 0.044343 | -526.697632 | 83.966110 | -3.313950 | -10.295151 | -3.660294 | -16.263620 | -15.798712 | -7.010229 | -3.980396 | -6.577453 | -8.130480 | -2.645786 | -1.901244 | -8.445860 | -10.131735 | -10.371511 | -12.542892 | -12.452468 | -11.148539 | -8.745210 |
| 296 | 555 | 0.0 | 0.373076 | 0.030597 | 3210.556604 | 3010.082839 | 5993.364448 | 0.085499 | -452.308350 | 59.778954 | -20.456085 | 4.887133 | -2.030684 | -18.085890 | -0.492509 | -7.953918 | -10.795498 | 2.564840 | -3.586040 | -4.794425 | -1.273056 | -4.344914 | 1.202740 | -1.654098 | -9.829616 | -5.475174 | -7.078996 | -10.227657 |